{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"langevin_homoscedastic.ipynb","version":"0.3.2","provenance":[],"collapsed_sections":[]},"kernelspec":{"name":"python3","display_name":"Python 3"},"accelerator":"GPU"},"cells":[{"cell_type":"code","metadata":{"id":"xAYPKSFrG8AF","colab_type":"code","outputId":"1dc8b39f-07d2-49b6-e52d-fbe34cb8a2a3","executionInfo":{"status":"ok","timestamp":1558117926375,"user_tz":-60,"elapsed":12223,"user":{"displayName":"Stratis Markou","photoUrl":"","userId":"09754366312766083286"}},"colab":{"base_uri":"https://localhost:8080/","height":258}},"source":["!pip3 install http://download.pytorch.org/whl/cu92/torch-0.4.1-cp36-cp36m-linux_x86_64.whl\n","!pip3 install torchvision\n","!pip3 install GPy\n","import GPy\n","import time\n","import copy\n","import math\n","import matplotlib.pyplot as plt\n","import numpy as np\n","import seaborn as sns\n","import torch\n","import torch.nn as nn\n","import torch.nn.functional as F\n","from torch.autograd import Variable\n","from torch.optim import Optimizer\n","from torch.optim.sgd import SGD\n","\n","from torchvision import datasets, transforms\n","from torchvision.utils import make_grid\n","from tqdm import tqdm, trange\n","from google.colab import files\n","%config InlineBackend.figure_format = 'svg'"],"execution_count":1,"outputs":[{"output_type":"stream","text":["Requirement already satisfied: torch==0.4.1 from http://download.pytorch.org/whl/cu92/torch-0.4.1-cp36-cp36m-linux_x86_64.whl in /usr/local/lib/python3.6/dist-packages (0.4.1)\n","Requirement already satisfied: torchvision in /usr/local/lib/python3.6/dist-packages (0.2.2.post3)\n","Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from torchvision) (1.12.0)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from torchvision) (1.16.3)\n","Requirement already satisfied: torch in /usr/local/lib/python3.6/dist-packages (from torchvision) (0.4.1)\n","Requirement already satisfied: pillow>=4.1.1 in /usr/local/lib/python3.6/dist-packages (from torchvision) (4.3.0)\n","Requirement already satisfied: olefile in /usr/local/lib/python3.6/dist-packages (from pillow>=4.1.1->torchvision) (0.46)\n","Requirement already satisfied: GPy in /usr/local/lib/python3.6/dist-packages (1.9.6)\n","Requirement already satisfied: scipy>=0.16 in /usr/local/lib/python3.6/dist-packages (from GPy) (1.2.1)\n","Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from GPy) (1.12.0)\n","Requirement already satisfied: numpy>=1.7 in /usr/local/lib/python3.6/dist-packages (from GPy) (1.16.3)\n","Requirement already satisfied: paramz>=0.9.0 in /usr/local/lib/python3.6/dist-packages (from GPy) (0.9.5)\n","Requirement already satisfied: decorator>=4.0.10 in /usr/local/lib/python3.6/dist-packages (from paramz>=0.9.0->GPy) (4.4.0)\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"1-7dNcVmHA3I","colab_type":"code","outputId":"108882c2-53fc-4f51-a411-0d63ffdcff6f","executionInfo":{"status":"ok","timestamp":1558117926377,"user_tz":-60,"elapsed":12208,"user":{"displayName":"Stratis Markou","photoUrl":"","userId":"09754366312766083286"}},"colab":{"base_uri":"https://localhost:8080/","height":34}},"source":["torch.cuda.device(0)\n","torch.cuda.get_device_name(torch.cuda.current_device())"],"execution_count":2,"outputs":[{"output_type":"execute_result","data":{"text/plain":["'Tesla T4'"]},"metadata":{"tags":[]},"execution_count":2}]},{"cell_type":"code","metadata":{"id":"_1S5kt0omQ-N","colab_type":"code","colab":{}},"source":["def to_variable(var=(), cuda=True, volatile=False):\n","    out = []\n","    for v in var:\n","        \n","        if isinstance(v, np.ndarray):\n","            v = torch.from_numpy(v).type(torch.FloatTensor)\n","\n","        if not v.is_cuda and cuda:\n","            v = v.cuda()\n","\n","        if not isinstance(v, Variable):\n","            v = Variable(v, volatile=volatile)\n","\n","        out.append(v)\n","    return out"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"CK1r-6p04Kv8","colab_type":"code","colab":{}},"source":["class Langevin_SGD(Optimizer):\n","\n","    def __init__(self, params, lr, weight_decay=0, nesterov=False):\n","        if lr < 0.0:\n","            raise ValueError(\"Invalid learning rate: {}\".format(lr))\n","        if weight_decay < 0.0:\n","            raise ValueError(\"Invalid weight_decay value: {}\".format(weight_decay))\n","\n","        defaults = dict(lr=lr, weight_decay=weight_decay)\n","        \n","        super(Langevin_SGD, self).__init__(params, defaults)\n","\n","    def __setstate__(self, state):\n","        super(SGD, self).__setstate__(state)\n","        for group in self.param_groups:\n","            group.setdefault('nesterov', False)\n","\n","    def step(self, closure=None):\n","        \n","        loss = None\n","        if closure is not None:\n","            loss = closure()\n","\n","        for group in self.param_groups:\n","            \n","            weight_decay = group['weight_decay']\n","            \n","            for p in group['params']:\n","                if p.grad is None:\n","                    continue\n","                d_p = p.grad.data\n","                \n","                if len(p.shape) == 1 and p.shape[0] == 1:\n","                    p.data.add_(-group['lr'], d_p)\n","                    \n","                else:\n","                    if weight_decay != 0:\n","                        d_p.add_(weight_decay, p.data)\n","\n","                    unit_noise = Variable(p.data.new(p.size()).normal_())\n","\n","                    p.data.add_(-group['lr'], 0.5*d_p + unit_noise/group['lr']**0.5)\n","\n","        return loss"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"Va8V78eFFsc9","colab_type":"code","colab":{}},"source":["def log_gaussian_loss(output, target, sigma, no_dim):\n","    exponent = -0.5*(target - output)**2/sigma**2\n","    log_coeff = -no_dim*torch.log(sigma)\n","    \n","    return - (log_coeff + exponent).sum()\n","\n","\n","def get_kl_divergence(weights, prior, varpost):\n","    prior_loglik = prior.loglik(weights)\n","    \n","    varpost_loglik = varpost.loglik(weights)\n","    varpost_lik = varpost_loglik.exp()\n","    \n","    return (varpost_lik*(varpost_loglik - prior_loglik)).sum()\n","\n","\n","class gaussian:\n","    def __init__(self, mu, sigma):\n","        self.mu = mu\n","        self.sigma = sigma\n","        \n","    def loglik(self, weights):\n","        exponent = -0.5*(weights - self.mu)**2/self.sigma**2\n","        log_coeff = -0.5*(np.log(2*np.pi) + 2*np.log(self.sigma))\n","        \n","        return (exponent + log_coeff).sum()"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"colab_type":"code","id":"ASGi2Ecx5G-F","colab":{}},"source":["class Langevin_Layer(nn.Module):\n","    def __init__(self, input_dim, output_dim):\n","        super(Langevin_Layer, self).__init__()\n","        self.input_dim = input_dim\n","        self.output_dim = output_dim\n","        \n","        self.weights = nn.Parameter(torch.Tensor(self.input_dim, self.output_dim).uniform_(-0.01, 0.01))\n","        self.biases = nn.Parameter(torch.Tensor(self.output_dim).uniform_(-0.01, 0.01))\n","        \n","    def forward(self, x):\n","        \n","        return torch.mm(x, self.weights) + self.biases"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"colab_type":"code","id":"_8dV-QIq5G-I","colab":{}},"source":["class Langevin_Model(nn.Module):\n","    def __init__(self, input_dim, output_dim, no_units, init_log_noise):\n","        super(Langevin_Model, self).__init__()\n","        \n","        self.input_dim = input_dim\n","        self.output_dim = output_dim\n","        \n","        # network with two hidden and one output layer\n","        self.layer1 = Langevin_Layer(input_dim, no_units)\n","        self.layer2 = Langevin_Layer(no_units, no_units)\n","        self.layer3 = Langevin_Layer(no_units, output_dim)\n","        \n","        # activation to be used between hidden layers\n","        self.activation = nn.ReLU(inplace = True)\n","        self.log_noise = nn.Parameter(torch.cuda.FloatTensor([init_log_noise]))\n","\n","    \n","    def forward(self, x):\n","        \n","        x = x.view(-1, self.input_dim)\n","        \n","        x = self.layer1(x)\n","        x = self.activation(x)\n","        \n","        x = self.layer3(x)\n","        \n","        return x"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"colab_type":"code","id":"oAYelw3B5G-K","colab":{}},"source":["class Langevin_Wrapper:\n","    def __init__(self, input_dim, output_dim, no_units, learn_rate, batch_size, no_batches, init_log_noise, weight_decay):\n","        \n","        self.learn_rate = learn_rate\n","        self.batch_size = batch_size\n","        self.no_batches = no_batches\n","        \n","        self.network = Langevin_Model(input_dim = input_dim, output_dim = output_dim,\n","                                      no_units = no_units, init_log_noise = init_log_noise)\n","        self.network.cuda()\n","        \n","        self.optimizer = Langevin_SGD(self.network.parameters(), lr=self.learn_rate, weight_decay=weight_decay)\n","        self.loss_func = log_gaussian_loss\n","    \n","    def fit(self, x, y):\n","        x, y = to_variable(var=(x, y), cuda=True)\n","        \n","        # reset gradient and total loss\n","        self.optimizer.zero_grad()\n","        \n","        output = self.network(x)\n","        loss = self.loss_func(output, y, torch.exp(self.network.log_noise), 1)\n","        \n","        loss.backward()\n","        self.optimizer.step()\n","\n","        return loss"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"ym6HBK-s8GnO","colab_type":"code","outputId":"99043d83-41a2-48d4-cf88-bb3c792c5953","executionInfo":{"status":"ok","timestamp":1558117966925,"user_tz":-60,"elapsed":11259,"user":{"displayName":"Stratis Markou","photoUrl":"","userId":"09754366312766083286"}},"colab":{"base_uri":"https://localhost:8080/","height":697}},"source":["np.random.seed(2)\n","no_points = 400\n","lengthscale = 1\n","variance = 1.0\n","sig_noise = 0.3\n","x = np.random.uniform(-3, 3, no_points)[:, None]\n","x.sort(axis = 0)\n","\n","\n","k = GPy.kern.RBF(input_dim = 1, variance = variance, lengthscale = lengthscale)\n","C = k.K(x, x) + np.eye(no_points)*sig_noise**2\n","\n","y = np.random.multivariate_normal(np.zeros((no_points)), C)[:, None]\n","y = (y - y.mean())\n","x_train = x[75:325]\n","y_train = y[75:325]\n","\n","\n","best_net, best_loss = None, float('inf')\n","num_nets, nets, losses = 50, [], []\n","mix_epochs, burnin_epochs = 100, 3000\n","num_epochs = mix_epochs*num_nets + burnin_epochs\n","\n","num_epochs, batch_size, nb_train = 8000, len(x_train), len(x_train)\n","\n","net = Langevin_Wrapper(input_dim=1, output_dim=1, no_units=200, learn_rate=1e-4,\n","                       batch_size=batch_size, no_batches=1, init_log_noise=0, weight_decay=1)\n","\n","for i in range(num_epochs):\n","    \n","    loss = net.fit(x_train, y_train)\n","    \n","    if i % 200 == 0:\n","        print('Epoch: %4d, Train loss = %8.3f' % (i, loss.cpu().data.numpy()))\n","    \n","    if i % mix_epochs == 0 and i > burnin_epochs: nets.append(copy.deepcopy(net.network))"],"execution_count":12,"outputs":[{"output_type":"stream","text":["Epoch:    0, Train loss =  301.854\n","Epoch:  200, Train loss =   68.193\n","Epoch:  400, Train loss =   25.089\n","Epoch:  600, Train loss =  -62.691\n","Epoch:  800, Train loss =  -34.830\n","Epoch: 1000, Train loss = -133.977\n","Epoch: 1200, Train loss = -137.911\n","Epoch: 1400, Train loss = -128.708\n","Epoch: 1600, Train loss =  271.478\n","Epoch: 1800, Train loss = -122.406\n","Epoch: 2000, Train loss = -120.102\n","Epoch: 2200, Train loss =  -64.085\n","Epoch: 2400, Train loss = -102.927\n","Epoch: 2600, Train loss =  -71.126\n","Epoch: 2800, Train loss = -110.862\n","Epoch: 3000, Train loss = -110.131\n","Epoch: 3200, Train loss =  -85.123\n","Epoch: 3400, Train loss =  -60.345\n","Epoch: 3600, Train loss =  -57.660\n","Epoch: 3800, Train loss =  -61.336\n","Epoch: 4000, Train loss =  208.523\n","Epoch: 4200, Train loss =  -62.100\n","Epoch: 4400, Train loss =   41.966\n","Epoch: 4600, Train loss =  144.012\n","Epoch: 4800, Train loss =  791.987\n","Epoch: 5000, Train loss =  -73.815\n","Epoch: 5200, Train loss =  523.639\n","Epoch: 5400, Train loss =  241.818\n","Epoch: 5600, Train loss =  -90.814\n","Epoch: 5800, Train loss =  -76.067\n","Epoch: 6000, Train loss =  -85.377\n","Epoch: 6200, Train loss =  143.738\n","Epoch: 6400, Train loss =   54.666\n","Epoch: 6600, Train loss =  510.542\n","Epoch: 6800, Train loss =  -71.629\n","Epoch: 7000, Train loss =   16.065\n","Epoch: 7200, Train loss =  -31.826\n","Epoch: 7400, Train loss =  -62.594\n","Epoch: 7600, Train loss =   84.998\n","Epoch: 7800, Train loss =  -14.714\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"tvP-HbNH_Uen","colab_type":"code","outputId":"3b98cf2f-53b5-489f-8ec0-8e64e510cf60","executionInfo":{"status":"ok","timestamp":1558117968843,"user_tz":-60,"elapsed":10451,"user":{"displayName":"Stratis Markou","photoUrl":"","userId":"09754366312766083286"}},"colab":{"base_uri":"https://localhost:8080/","height":567}},"source":["print(\"Using %d networks for prediction\" % len(nets))\n","samples = []\n","noises = []\n","for network in nets:\n","    preds = network.forward(torch.linspace(-5, 5, 200).cuda()).cpu().data.numpy()\n","    samples.append(preds)\n","    noises.append(torch.exp(network.log_noise).cpu().data.numpy())\n","    \n","samples = np.array(samples)\n","noises = np.array(noises).reshape(-1)\n","means = (samples.mean(axis = 0)).reshape(-1)\n","\n","aleatoric = noises.mean()\n","epistemic = (samples.var(axis = 0)**0.5).reshape(-1)\n","total_unc = (aleatoric**2 + epistemic**2)**0.5\n","\n","\n","c = ['#1f77b4', '#ff7f0e', '#2ca02c', '#d62728', '#9467bd',\n","     '#8c564b', '#e377c2', '#7f7f7f', '#bcbd22', '#17becf']\n","\n","plt.figure(figsize = (6, 5))\n","plt.style.use('default')\n","plt.scatter(x_train, y_train, s = 10, marker = 'x', color = 'black', alpha = 0.5)\n","plt.fill_between(np.linspace(-5, 5, 200), means + aleatoric, means + total_unc, color = c[0], alpha = 0.3, label = 'Epistemic + Aleatoric')\n","plt.fill_between(np.linspace(-5, 5, 200), means - total_unc, means - aleatoric, color = c[0], alpha = 0.3)\n","plt.fill_between(np.linspace(-5, 5, 200), means - aleatoric, means + aleatoric, color = c[1], alpha = 0.4, label = 'Aleatoric')\n","plt.plot(np.linspace(-5, 5, 200), means, color = 'black', linewidth = 1)\n","plt.xlim([-5, 5])\n","plt.ylim([-5, 7])\n","plt.xlabel('$x$', fontsize=30)\n","plt.title('SGLD', fontsize=40)\n","plt.tick_params(labelsize=30)\n","plt.xticks(np.arange(-4, 5, 2))\n","plt.yticks(np.arange(-4, 7, 2))\n","plt.gca().set_yticklabels([])\n","plt.gca().yaxis.grid(alpha=0.3)\n","plt.gca().xaxis.grid(alpha=0.3)\n","plt.savefig('sgld.pdf', bbox_inches = 'tight')\n","\n","files.download(\"sgld.pdf\")\n","\n","plt.show()"],"execution_count":13,"outputs":[{"output_type":"stream","text":["Using 49 networks for prediction\n"],"name":"stdout"},{"output_type":"display_data","data":{"text/plain":["<Figure size 600x500 with 1 Axes>"],"image/svg+xml":"<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"397.0625pt\" version=\"1.1\" viewBox=\"0 0 356.2 397.0625\" width=\"356.2pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <defs>\n  <style type=\"text/css\">\n*{stroke-linecap:butt;stroke-linejoin:round;}\n  </style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 397.0625 \nL 356.2 397.0625 \nL 356.2 0 \nL 0 0 \nz\n\" style=\"fill:#ffffff;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 10.7 320.79375 \nL 345.5 320.79375 \nL 345.5 43.59375 \nL 10.7 43.59375 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"PathCollection_1\">\n    <defs>\n     <path d=\"M -1.581139 1.581139 \nL 1.581139 -1.581139 \nM -1.581139 -1.581139 \nL 1.581139 1.581139 \n\" id=\"mdbe36b2ab0\" style=\"stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\"/>\n    </defs>\n    <g clip-path=\"url(#peaeb63f776)\">\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"115.282121\" xlink:href=\"#mdbe36b2ab0\" y=\"189.143311\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"116.790285\" xlink:href=\"#mdbe36b2ab0\" y=\"186.162995\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"117.226193\" xlink:href=\"#mdbe36b2ab0\" y=\"184.724202\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"117.439686\" xlink:href=\"#mdbe36b2ab0\" y=\"182.893712\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"117.61485\" xlink:href=\"#mdbe36b2ab0\" y=\"187.392821\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"118.00521\" xlink:href=\"#mdbe36b2ab0\" y=\"199.082172\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"118.186179\" xlink:href=\"#mdbe36b2ab0\" y=\"189.886207\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"118.368141\" xlink:href=\"#mdbe36b2ab0\" y=\"198.564918\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"118.769818\" xlink:href=\"#mdbe36b2ab0\" y=\"174.142054\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"118.999834\" xlink:href=\"#mdbe36b2ab0\" y=\"185.203794\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"119.060893\" xlink:href=\"#mdbe36b2ab0\" y=\"186.232744\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"119.252172\" xlink:href=\"#mdbe36b2ab0\" y=\"171.156086\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"119.543981\" xlink:href=\"#mdbe36b2ab0\" y=\"185.389813\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"120.165723\" xlink:href=\"#mdbe36b2ab0\" y=\"169.944713\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"120.776029\" xlink:href=\"#mdbe36b2ab0\" y=\"187.220767\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"120.83401\" xlink:href=\"#mdbe36b2ab0\" y=\"181.360835\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"121.331799\" xlink:href=\"#mdbe36b2ab0\" y=\"191.816782\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"121.61672\" xlink:href=\"#mdbe36b2ab0\" y=\"177.691949\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"121.911832\" xlink:href=\"#mdbe36b2ab0\" y=\"179.076552\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"121.915111\" xlink:href=\"#mdbe36b2ab0\" y=\"173.341812\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"122.02192\" xlink:href=\"#mdbe36b2ab0\" y=\"184.619904\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"122.03062\" xlink:href=\"#mdbe36b2ab0\" y=\"190.978222\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"123.061291\" xlink:href=\"#mdbe36b2ab0\" y=\"176.510647\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"123.583227\" xlink:href=\"#mdbe36b2ab0\" y=\"184.656662\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"123.776831\" xlink:href=\"#mdbe36b2ab0\" y=\"177.802763\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"124.287914\" xlink:href=\"#mdbe36b2ab0\" y=\"187.739144\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"126.874423\" xlink:href=\"#mdbe36b2ab0\" y=\"173.729699\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"127.038547\" xlink:href=\"#mdbe36b2ab0\" y=\"166.449225\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"127.127421\" xlink:href=\"#mdbe36b2ab0\" y=\"168.06885\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"127.312964\" xlink:href=\"#mdbe36b2ab0\" y=\"170.421646\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"127.38802\" xlink:href=\"#mdbe36b2ab0\" y=\"175.881027\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"127.625744\" xlink:href=\"#mdbe36b2ab0\" y=\"155.119262\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"128.137713\" xlink:href=\"#mdbe36b2ab0\" y=\"177.258419\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"128.592776\" xlink:href=\"#mdbe36b2ab0\" y=\"166.362708\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"128.729058\" xlink:href=\"#mdbe36b2ab0\" y=\"172.859939\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"129.784424\" xlink:href=\"#mdbe36b2ab0\" y=\"173.191302\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"129.837526\" xlink:href=\"#mdbe36b2ab0\" y=\"180.03357\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"130.033438\" xlink:href=\"#mdbe36b2ab0\" y=\"177.249433\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"130.647831\" xlink:href=\"#mdbe36b2ab0\" y=\"185.900393\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"130.982285\" xlink:href=\"#mdbe36b2ab0\" y=\"164.016723\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"131.219809\" xlink:href=\"#mdbe36b2ab0\" y=\"180.935295\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"131.260263\" xlink:href=\"#mdbe36b2ab0\" y=\"175.540824\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"131.774822\" xlink:href=\"#mdbe36b2ab0\" y=\"180.057169\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"132.713023\" xlink:href=\"#mdbe36b2ab0\" y=\"173.806256\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"133.960294\" xlink:href=\"#mdbe36b2ab0\" y=\"166.051398\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"134.561016\" xlink:href=\"#mdbe36b2ab0\" y=\"172.795505\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"134.660867\" xlink:href=\"#mdbe36b2ab0\" y=\"165.487274\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"135.032078\" xlink:href=\"#mdbe36b2ab0\" y=\"181.598363\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"135.440171\" xlink:href=\"#mdbe36b2ab0\" y=\"169.289747\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"135.850013\" xlink:href=\"#mdbe36b2ab0\" y=\"147.429464\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"136.000924\" xlink:href=\"#mdbe36b2ab0\" y=\"169.695276\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"136.183921\" xlink:href=\"#mdbe36b2ab0\" y=\"164.455362\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"136.522507\" xlink:href=\"#mdbe36b2ab0\" y=\"170.587626\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"136.954213\" xlink:href=\"#mdbe36b2ab0\" y=\"163.783837\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"137.223481\" xlink:href=\"#mdbe36b2ab0\" y=\"163.778746\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"137.854631\" xlink:href=\"#mdbe36b2ab0\" y=\"174.953647\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"138.046895\" xlink:href=\"#mdbe36b2ab0\" y=\"167.591659\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"139.202535\" xlink:href=\"#mdbe36b2ab0\" y=\"166.00731\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"139.653361\" xlink:href=\"#mdbe36b2ab0\" y=\"174.401555\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"140.240027\" xlink:href=\"#mdbe36b2ab0\" y=\"167.671129\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"140.587373\" xlink:href=\"#mdbe36b2ab0\" y=\"164.678674\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"142.650408\" xlink:href=\"#mdbe36b2ab0\" y=\"169.088268\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"142.65298\" xlink:href=\"#mdbe36b2ab0\" y=\"172.218529\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"142.695017\" xlink:href=\"#mdbe36b2ab0\" y=\"163.638132\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"142.957411\" xlink:href=\"#mdbe36b2ab0\" y=\"154.768106\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"143.265058\" xlink:href=\"#mdbe36b2ab0\" y=\"156.526218\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"143.426944\" xlink:href=\"#mdbe36b2ab0\" y=\"160.036966\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"144.017659\" xlink:href=\"#mdbe36b2ab0\" y=\"162.448118\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"144.100463\" xlink:href=\"#mdbe36b2ab0\" y=\"158.813555\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"144.326791\" xlink:href=\"#mdbe36b2ab0\" y=\"156.230286\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"144.50482\" xlink:href=\"#mdbe36b2ab0\" y=\"164.677057\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"145.430543\" xlink:href=\"#mdbe36b2ab0\" y=\"154.161033\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"146.202257\" xlink:href=\"#mdbe36b2ab0\" y=\"160.4761\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"146.283351\" xlink:href=\"#mdbe36b2ab0\" y=\"175.503527\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"146.959574\" xlink:href=\"#mdbe36b2ab0\" y=\"158.188793\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"147.212271\" xlink:href=\"#mdbe36b2ab0\" y=\"173.893965\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"147.291037\" xlink:href=\"#mdbe36b2ab0\" y=\"161.886586\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"147.76745\" xlink:href=\"#mdbe36b2ab0\" y=\"180.785021\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"147.933104\" xlink:href=\"#mdbe36b2ab0\" y=\"156.12634\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"148.143148\" xlink:href=\"#mdbe36b2ab0\" y=\"157.591074\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"148.613607\" xlink:href=\"#mdbe36b2ab0\" y=\"169.715259\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"149.298686\" xlink:href=\"#mdbe36b2ab0\" y=\"164.494404\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"149.401265\" xlink:href=\"#mdbe36b2ab0\" y=\"169.634705\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"149.478263\" xlink:href=\"#mdbe36b2ab0\" y=\"164.406011\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"151.250862\" xlink:href=\"#mdbe36b2ab0\" y=\"159.853989\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"152.240953\" xlink:href=\"#mdbe36b2ab0\" y=\"169.901947\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"152.566723\" xlink:href=\"#mdbe36b2ab0\" y=\"169.435289\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"153.066623\" xlink:href=\"#mdbe36b2ab0\" y=\"169.719149\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"153.593124\" xlink:href=\"#mdbe36b2ab0\" y=\"170.209901\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"153.835819\" xlink:href=\"#mdbe36b2ab0\" y=\"169.807994\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"154.153614\" xlink:href=\"#mdbe36b2ab0\" y=\"158.95254\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.275156\" xlink:href=\"#mdbe36b2ab0\" y=\"158.594531\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.37844\" xlink:href=\"#mdbe36b2ab0\" y=\"182.973577\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.378996\" xlink:href=\"#mdbe36b2ab0\" y=\"173.086332\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.380541\" xlink:href=\"#mdbe36b2ab0\" y=\"185.669672\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.505706\" xlink:href=\"#mdbe36b2ab0\" y=\"180.824954\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"155.668571\" xlink:href=\"#mdbe36b2ab0\" y=\"174.966295\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"157.037884\" xlink:href=\"#mdbe36b2ab0\" y=\"174.912832\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"158.541906\" xlink:href=\"#mdbe36b2ab0\" y=\"185.634472\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"159.272531\" xlink:href=\"#mdbe36b2ab0\" y=\"187.97419\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"160.916736\" xlink:href=\"#mdbe36b2ab0\" y=\"195.129956\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"160.920592\" xlink:href=\"#mdbe36b2ab0\" y=\"192.47225\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"160.958559\" xlink:href=\"#mdbe36b2ab0\" y=\"177.881787\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"161.006285\" xlink:href=\"#mdbe36b2ab0\" y=\"179.942858\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"161.377431\" xlink:href=\"#mdbe36b2ab0\" y=\"185.691994\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"161.594945\" xlink:href=\"#mdbe36b2ab0\" y=\"176.448284\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"161.976459\" xlink:href=\"#mdbe36b2ab0\" y=\"184.344566\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"162.103484\" xlink:href=\"#mdbe36b2ab0\" y=\"197.749957\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"163.107782\" xlink:href=\"#mdbe36b2ab0\" y=\"188.955131\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"163.545433\" xlink:href=\"#mdbe36b2ab0\" y=\"194.997484\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"163.661213\" xlink:href=\"#mdbe36b2ab0\" y=\"184.650508\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"163.745172\" xlink:href=\"#mdbe36b2ab0\" y=\"181.352783\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"163.955762\" xlink:href=\"#mdbe36b2ab0\" y=\"182.625196\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"164.518321\" xlink:href=\"#mdbe36b2ab0\" y=\"199.152038\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"165.059604\" xlink:href=\"#mdbe36b2ab0\" y=\"199.719013\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"165.107562\" xlink:href=\"#mdbe36b2ab0\" y=\"193.129073\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"165.242656\" xlink:href=\"#mdbe36b2ab0\" y=\"187.795616\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"165.378245\" xlink:href=\"#mdbe36b2ab0\" y=\"197.873396\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"165.39379\" xlink:href=\"#mdbe36b2ab0\" y=\"188.990166\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"166.319376\" xlink:href=\"#mdbe36b2ab0\" y=\"190.854498\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"166.965411\" xlink:href=\"#mdbe36b2ab0\" y=\"199.95896\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"166.966078\" xlink:href=\"#mdbe36b2ab0\" y=\"204.59428\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"167.657196\" xlink:href=\"#mdbe36b2ab0\" y=\"197.102794\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"168.101636\" xlink:href=\"#mdbe36b2ab0\" y=\"204.195135\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"170.414111\" xlink:href=\"#mdbe36b2ab0\" y=\"199.312472\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"170.757687\" xlink:href=\"#mdbe36b2ab0\" y=\"198.926632\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"170.910977\" xlink:href=\"#mdbe36b2ab0\" y=\"220.305948\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"171.62915\" xlink:href=\"#mdbe36b2ab0\" y=\"201.180415\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"172.356812\" xlink:href=\"#mdbe36b2ab0\" y=\"229.635732\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"172.517261\" xlink:href=\"#mdbe36b2ab0\" y=\"207.76173\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"173.627679\" xlink:href=\"#mdbe36b2ab0\" y=\"214.1634\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"174.375316\" xlink:href=\"#mdbe36b2ab0\" y=\"210.558489\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"174.699069\" xlink:href=\"#mdbe36b2ab0\" y=\"216.953999\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"175.943788\" xlink:href=\"#mdbe36b2ab0\" y=\"213.738427\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"175.950843\" xlink:href=\"#mdbe36b2ab0\" y=\"224.050102\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"176.516885\" xlink:href=\"#mdbe36b2ab0\" y=\"217.007095\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"176.942296\" xlink:href=\"#mdbe36b2ab0\" y=\"224.198951\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"177.442621\" xlink:href=\"#mdbe36b2ab0\" y=\"230.283153\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"177.512185\" xlink:href=\"#mdbe36b2ab0\" y=\"215.924386\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"178.10168\" xlink:href=\"#mdbe36b2ab0\" y=\"224.510608\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"178.344361\" xlink:href=\"#mdbe36b2ab0\" y=\"242.629216\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"178.658196\" xlink:href=\"#mdbe36b2ab0\" y=\"220.599853\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"178.704001\" xlink:href=\"#mdbe36b2ab0\" y=\"218.224667\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"178.903608\" xlink:href=\"#mdbe36b2ab0\" y=\"229.354927\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"179.116839\" xlink:href=\"#mdbe36b2ab0\" y=\"206.50898\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"179.151952\" xlink:href=\"#mdbe36b2ab0\" y=\"233.288927\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"179.153835\" xlink:href=\"#mdbe36b2ab0\" y=\"231.191664\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"179.322723\" xlink:href=\"#mdbe36b2ab0\" y=\"229.307667\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"179.630201\" xlink:href=\"#mdbe36b2ab0\" y=\"228.427305\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"180.827573\" xlink:href=\"#mdbe36b2ab0\" y=\"225.159588\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"180.993086\" xlink:href=\"#mdbe36b2ab0\" y=\"234.864009\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"182.754254\" xlink:href=\"#mdbe36b2ab0\" y=\"243.337428\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"182.934554\" xlink:href=\"#mdbe36b2ab0\" y=\"250.549281\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"183.269295\" xlink:href=\"#mdbe36b2ab0\" y=\"231.843854\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"183.451127\" xlink:href=\"#mdbe36b2ab0\" y=\"226.614296\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"183.954064\" xlink:href=\"#mdbe36b2ab0\" y=\"240.041994\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"184.95035\" xlink:href=\"#mdbe36b2ab0\" y=\"231.628078\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"185.252166\" xlink:href=\"#mdbe36b2ab0\" y=\"226.528025\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"185.400677\" xlink:href=\"#mdbe36b2ab0\" y=\"241.943245\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"186.173672\" xlink:href=\"#mdbe36b2ab0\" y=\"230.13643\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"186.80719\" xlink:href=\"#mdbe36b2ab0\" y=\"240.381258\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"186.980535\" xlink:href=\"#mdbe36b2ab0\" y=\"253.614684\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"187.723715\" xlink:href=\"#mdbe36b2ab0\" y=\"239.755381\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"188.042921\" xlink:href=\"#mdbe36b2ab0\" y=\"248.566788\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"188.076199\" xlink:href=\"#mdbe36b2ab0\" y=\"239.836195\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"188.340442\" xlink:href=\"#mdbe36b2ab0\" y=\"249.385949\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"189.52207\" xlink:href=\"#mdbe36b2ab0\" y=\"250.122353\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"189.942036\" xlink:href=\"#mdbe36b2ab0\" y=\"236.026777\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"190.830993\" xlink:href=\"#mdbe36b2ab0\" y=\"246.982183\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"191.587912\" xlink:href=\"#mdbe36b2ab0\" y=\"241.613084\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"191.98895\" xlink:href=\"#mdbe36b2ab0\" y=\"256.793879\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"192.216683\" xlink:href=\"#mdbe36b2ab0\" y=\"253.749308\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"192.726532\" xlink:href=\"#mdbe36b2ab0\" y=\"249.165841\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"194.171239\" xlink:href=\"#mdbe36b2ab0\" y=\"255.852984\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"194.70974\" xlink:href=\"#mdbe36b2ab0\" y=\"254.542293\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"196.135406\" xlink:href=\"#mdbe36b2ab0\" y=\"264.386484\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"196.431777\" xlink:href=\"#mdbe36b2ab0\" y=\"261.487776\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"196.59795\" xlink:href=\"#mdbe36b2ab0\" y=\"257.356951\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"197.534198\" xlink:href=\"#mdbe36b2ab0\" y=\"266.256413\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"197.588684\" xlink:href=\"#mdbe36b2ab0\" y=\"259.28821\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"198.553023\" xlink:href=\"#mdbe36b2ab0\" y=\"256.173486\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"199.883861\" xlink:href=\"#mdbe36b2ab0\" y=\"270.985207\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"199.981888\" xlink:href=\"#mdbe36b2ab0\" y=\"261.533705\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"200.415619\" xlink:href=\"#mdbe36b2ab0\" y=\"245.458163\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"201.252339\" xlink:href=\"#mdbe36b2ab0\" y=\"247.675166\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"202.059152\" xlink:href=\"#mdbe36b2ab0\" y=\"261.821275\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"202.133577\" xlink:href=\"#mdbe36b2ab0\" y=\"251.161843\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"202.433364\" xlink:href=\"#mdbe36b2ab0\" y=\"265.379988\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"202.885521\" xlink:href=\"#mdbe36b2ab0\" y=\"274.468348\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"202.921373\" xlink:href=\"#mdbe36b2ab0\" y=\"270.912016\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"203.479975\" xlink:href=\"#mdbe36b2ab0\" y=\"264.264495\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"204.01542\" xlink:href=\"#mdbe36b2ab0\" y=\"259.896798\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"204.085781\" xlink:href=\"#mdbe36b2ab0\" y=\"268.188081\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.304903\" xlink:href=\"#mdbe36b2ab0\" y=\"262.463754\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.411754\" xlink:href=\"#mdbe36b2ab0\" y=\"257.950299\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.587147\" xlink:href=\"#mdbe36b2ab0\" y=\"263.41524\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.715842\" xlink:href=\"#mdbe36b2ab0\" y=\"252.593256\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.8884\" xlink:href=\"#mdbe36b2ab0\" y=\"258.777009\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"206.994968\" xlink:href=\"#mdbe36b2ab0\" y=\"253.847168\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"207.132421\" xlink:href=\"#mdbe36b2ab0\" y=\"264.218386\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"208.815948\" xlink:href=\"#mdbe36b2ab0\" y=\"259.088144\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"208.838761\" xlink:href=\"#mdbe36b2ab0\" y=\"252.110193\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"209.741088\" xlink:href=\"#mdbe36b2ab0\" y=\"262.126249\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"210.538369\" xlink:href=\"#mdbe36b2ab0\" y=\"251.330549\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"210.63609\" xlink:href=\"#mdbe36b2ab0\" y=\"262.424394\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"210.683142\" xlink:href=\"#mdbe36b2ab0\" y=\"262.522482\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"211.867795\" xlink:href=\"#mdbe36b2ab0\" y=\"255.633769\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"211.933625\" xlink:href=\"#mdbe36b2ab0\" y=\"261.487592\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"213.773243\" xlink:href=\"#mdbe36b2ab0\" y=\"249.782875\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"213.941313\" xlink:href=\"#mdbe36b2ab0\" y=\"269.750732\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"216.116917\" xlink:href=\"#mdbe36b2ab0\" y=\"252.128343\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"216.749161\" xlink:href=\"#mdbe36b2ab0\" y=\"250.451159\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"216.936899\" xlink:href=\"#mdbe36b2ab0\" y=\"249.911275\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"217.101363\" xlink:href=\"#mdbe36b2ab0\" y=\"252.413042\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"217.118754\" xlink:href=\"#mdbe36b2ab0\" y=\"252.862227\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"218.179702\" xlink:href=\"#mdbe36b2ab0\" y=\"255.216573\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"218.427131\" xlink:href=\"#mdbe36b2ab0\" y=\"256.171422\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"218.730841\" xlink:href=\"#mdbe36b2ab0\" y=\"251.654918\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"219.205572\" xlink:href=\"#mdbe36b2ab0\" y=\"243.19853\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"219.381448\" xlink:href=\"#mdbe36b2ab0\" y=\"244.510266\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"219.877249\" xlink:href=\"#mdbe36b2ab0\" y=\"244.699445\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"220.888905\" xlink:href=\"#mdbe36b2ab0\" y=\"247.950569\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"220.926001\" xlink:href=\"#mdbe36b2ab0\" y=\"249.583648\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"220.952035\" xlink:href=\"#mdbe36b2ab0\" y=\"253.482932\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"221.43596\" xlink:href=\"#mdbe36b2ab0\" y=\"240.79511\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"221.439274\" xlink:href=\"#mdbe36b2ab0\" y=\"244.441537\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"222.230833\" xlink:href=\"#mdbe36b2ab0\" y=\"249.662259\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"224.101681\" xlink:href=\"#mdbe36b2ab0\" y=\"242.279241\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"224.439039\" xlink:href=\"#mdbe36b2ab0\" y=\"254.127806\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"225.039589\" xlink:href=\"#mdbe36b2ab0\" y=\"249.707977\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"225.657749\" xlink:href=\"#mdbe36b2ab0\" y=\"229.281495\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"225.989744\" xlink:href=\"#mdbe36b2ab0\" y=\"243.660816\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"226.663752\" xlink:href=\"#mdbe36b2ab0\" y=\"229.832947\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"227.993369\" xlink:href=\"#mdbe36b2ab0\" y=\"229.434984\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"228.0745\" xlink:href=\"#mdbe36b2ab0\" y=\"225.001525\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"230.797904\" xlink:href=\"#mdbe36b2ab0\" y=\"225.361982\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"231.325137\" xlink:href=\"#mdbe36b2ab0\" y=\"219.453035\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"232.309408\" xlink:href=\"#mdbe36b2ab0\" y=\"226.04341\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"233.502284\" xlink:href=\"#mdbe36b2ab0\" y=\"223.271887\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"233.655209\" xlink:href=\"#mdbe36b2ab0\" y=\"234.500722\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"233.764451\" xlink:href=\"#mdbe36b2ab0\" y=\"211.098153\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"233.861859\" xlink:href=\"#mdbe36b2ab0\" y=\"220.839695\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"233.946279\" xlink:href=\"#mdbe36b2ab0\" y=\"224.309138\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"234.679745\" xlink:href=\"#mdbe36b2ab0\" y=\"226.298421\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"235.418124\" xlink:href=\"#mdbe36b2ab0\" y=\"210.509474\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"235.511075\" xlink:href=\"#mdbe36b2ab0\" y=\"208.625845\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"236.404175\" xlink:href=\"#mdbe36b2ab0\" y=\"212.491324\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"236.823294\" xlink:href=\"#mdbe36b2ab0\" y=\"212.750766\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"237.085892\" xlink:href=\"#mdbe36b2ab0\" y=\"219.623419\"/>\n     <use style=\"fill-opacity:0.5;stroke:#000000;stroke-opacity:0.5;stroke-width:1.5;\" x=\"237.842704\" xlink:href=\"#mdbe36b2ab0\" y=\"213.801252\"/>\n    </g>\n   </g>\n   <g id=\"PolyCollection_1\">\n    <defs>\n     <path d=\"M 10.7 -159.060728 \nL 10.7 -104.65038 \nL 12.382412 -106.711749 \nL 14.064824 -108.760494 \nL 15.747236 -110.812522 \nL 17.429648 -112.861895 \nL 19.11206 -114.915823 \nL 20.794472 -116.967124 \nL 22.476884 -119.018194 \nL 24.159296 -121.065348 \nL 25.841709 -123.112964 \nL 27.524121 -125.156742 \nL 29.206533 -127.191779 \nL 30.888945 -129.227417 \nL 32.571357 -131.261447 \nL 34.253769 -133.29297 \nL 35.936181 -135.319355 \nL 37.618593 -137.344006 \nL 39.301005 -139.366894 \nL 40.983417 -141.391737 \nL 42.665829 -143.419807 \nL 44.348241 -145.450389 \nL 46.030653 -147.474483 \nL 47.713065 -149.490999 \nL 49.395477 -151.503742 \nL 51.077889 -153.516414 \nL 52.760302 -155.531519 \nL 54.442714 -157.537857 \nL 56.125126 -159.537113 \nL 57.807538 -161.527633 \nL 59.48995 -163.496912 \nL 61.172362 -165.458325 \nL 62.854774 -167.417767 \nL 64.537186 -169.368775 \nL 66.219598 -171.306713 \nL 67.90201 -173.239813 \nL 69.584422 -175.174653 \nL 71.266834 -177.099266 \nL 72.949246 -179.024952 \nL 74.631658 -180.95822 \nL 76.31407 -182.89667 \nL 77.996482 -184.830696 \nL 79.678894 -186.754234 \nL 81.361307 -188.662448 \nL 83.043719 -190.592357 \nL 84.726131 -192.521925 \nL 86.408543 -194.445947 \nL 88.090955 -196.359733 \nL 89.773367 -198.263105 \nL 91.455779 -200.143491 \nL 93.138191 -201.997326 \nL 94.820603 -203.850769 \nL 96.503015 -205.704115 \nL 98.185427 -207.567257 \nL 99.867839 -209.400414 \nL 101.550251 -211.246456 \nL 103.232663 -213.058695 \nL 104.915075 -214.836965 \nL 106.597487 -216.604432 \nL 108.279899 -218.393671 \nL 109.962312 -220.195604 \nL 111.644724 -222.000306 \nL 113.327136 -223.810074 \nL 115.009548 -225.605765 \nL 116.69196 -227.354083 \nL 118.374372 -229.123969 \nL 120.056784 -230.859191 \nL 121.739196 -232.574019 \nL 123.421608 -234.23185 \nL 125.10402 -235.847862 \nL 126.786432 -237.411548 \nL 128.468844 -238.976975 \nL 130.151256 -240.445382 \nL 131.833668 -241.768981 \nL 133.51608 -243.041008 \nL 135.198492 -244.305082 \nL 136.880905 -245.433954 \nL 138.563317 -246.441474 \nL 140.245729 -247.197919 \nL 141.928141 -247.746193 \nL 143.610553 -248.053367 \nL 145.292965 -247.990411 \nL 146.975377 -247.564639 \nL 148.657789 -246.856346 \nL 150.340201 -245.839904 \nL 152.022613 -244.420811 \nL 153.705025 -242.522381 \nL 155.387437 -240.017479 \nL 157.069849 -237.081067 \nL 158.752261 -233.795944 \nL 160.434673 -230.181111 \nL 162.117085 -226.301127 \nL 163.799497 -222.405647 \nL 165.48191 -218.352555 \nL 167.164322 -214.197976 \nL 168.846734 -210.048639 \nL 170.529146 -205.86715 \nL 172.211558 -201.75605 \nL 173.89397 -197.73463 \nL 175.576382 -194.018704 \nL 177.258794 -190.407122 \nL 178.941206 -186.90756 \nL 180.623618 -183.500103 \nL 182.30603 -180.188146 \nL 183.988442 -177.037334 \nL 185.670854 -173.91955 \nL 187.353266 -170.866741 \nL 189.035678 -167.798294 \nL 190.71809 -164.855549 \nL 192.400503 -162.087159 \nL 194.082915 -159.716287 \nL 195.765327 -157.717103 \nL 197.447739 -156.017504 \nL 199.130151 -154.665872 \nL 200.812563 -153.672115 \nL 202.494975 -153.021512 \nL 204.177387 -152.593852 \nL 205.859799 -152.56692 \nL 207.542211 -152.971538 \nL 209.224623 -153.848316 \nL 210.907035 -155.090459 \nL 212.589447 -156.740189 \nL 214.271859 -158.728985 \nL 215.954271 -160.90068 \nL 217.636683 -163.315809 \nL 219.319095 -165.939948 \nL 221.001508 -168.799383 \nL 222.68392 -171.882712 \nL 224.366332 -175.050432 \nL 226.048744 -178.287678 \nL 227.731156 -181.568668 \nL 229.413568 -184.842422 \nL 231.09598 -188.106787 \nL 232.778392 -191.410222 \nL 234.460804 -194.584634 \nL 236.143216 -197.717203 \nL 237.825628 -200.854337 \nL 239.50804 -203.929305 \nL 241.190452 -206.972057 \nL 242.872864 -210.013755 \nL 244.555276 -213.046736 \nL 246.237688 -216.064873 \nL 247.920101 -219.088446 \nL 249.602513 -222.075879 \nL 251.284925 -225.024055 \nL 252.967337 -227.978355 \nL 254.649749 -230.914304 \nL 256.332161 -233.82661 \nL 258.014573 -236.713157 \nL 259.696985 -239.61604 \nL 261.379397 -242.524121 \nL 263.061809 -245.406642 \nL 264.744221 -248.27654 \nL 266.426633 -251.112099 \nL 268.109045 -253.948127 \nL 269.791457 -256.785024 \nL 271.473869 -259.618033 \nL 273.156281 -262.445149 \nL 274.838693 -265.273549 \nL 276.521106 -268.114235 \nL 278.203518 -270.972011 \nL 279.88593 -273.806469 \nL 281.568342 -276.636845 \nL 283.250754 -279.485022 \nL 284.933166 -282.328638 \nL 286.615578 -285.149013 \nL 288.29799 -287.940915 \nL 289.980402 -290.70768 \nL 291.662814 -293.455577 \nL 293.345226 -296.214753 \nL 295.027638 -298.981033 \nL 296.71005 -301.745441 \nL 298.392462 -304.496136 \nL 300.074874 -307.249529 \nL 301.757286 -309.978249 \nL 303.439698 -312.704016 \nL 305.122111 -315.43473 \nL 306.804523 -318.164716 \nL 308.486935 -320.894141 \nL 310.169347 -323.620062 \nL 311.851759 -326.360304 \nL 313.534171 -329.110194 \nL 315.216583 -331.866473 \nL 316.898995 -334.6275 \nL 318.581407 -337.386709 \nL 320.263819 -340.143561 \nL 321.946231 -342.892206 \nL 323.628643 -345.637988 \nL 325.311055 -348.376478 \nL 326.993467 -351.101486 \nL 328.675879 -353.822407 \nL 330.358291 -356.547778 \nL 332.040704 -359.280099 \nL 333.723116 -362.006726 \nL 335.405528 -364.726832 \nL 337.08794 -367.445947 \nL 338.770352 -370.161889 \nL 340.452764 -372.877005 \nL 342.135176 -375.600625 \nL 343.817588 -378.322306 \nL 345.5 -381.041013 \nL 345.5 -451.396002 \nL 345.5 -451.396002 \nL 343.817588 -447.710866 \nL 342.135176 -444.025114 \nL 340.452764 -440.334625 \nL 338.770352 -436.663324 \nL 337.08794 -432.98993 \nL 335.405528 -429.32114 \nL 333.723116 -425.657528 \nL 332.040704 -421.988055 \nL 330.358291 -418.312194 \nL 328.675879 -414.644308 \nL 326.993467 -410.977258 \nL 325.311055 -407.304437 \nL 323.628643 -403.613442 \nL 321.946231 -399.911762 \nL 320.263819 -396.2092 \nL 318.581407 -392.501308 \nL 316.898995 -388.794781 \nL 315.216583 -385.089532 \nL 313.534171 -381.396818 \nL 311.851759 -377.716374 \nL 310.169347 -374.051572 \nL 308.486935 -370.4088 \nL 306.804523 -366.770973 \nL 305.122111 -363.142179 \nL 303.439698 -359.527495 \nL 301.757286 -355.917789 \nL 300.074874 -352.299162 \nL 298.392462 -348.637334 \nL 296.71005 -344.982742 \nL 295.027638 -341.318249 \nL 293.345226 -337.65566 \nL 291.662814 -334.008614 \nL 289.980402 -330.361051 \nL 288.29799 -326.696281 \nL 286.615578 -323.020464 \nL 284.933166 -319.314114 \nL 283.250754 -315.597949 \nL 281.568342 -311.86579 \nL 279.88593 -308.145032 \nL 278.203518 -304.434904 \nL 276.521106 -300.707812 \nL 274.838693 -297.002001 \nL 273.156281 -293.32006 \nL 271.473869 -289.666504 \nL 269.791457 -286.022817 \nL 268.109045 -282.393379 \nL 266.426633 -278.769508 \nL 264.744221 -275.158756 \nL 263.061809 -271.524317 \nL 261.379397 -267.911351 \nL 259.696985 -264.285277 \nL 258.014573 -260.67403 \nL 256.332161 -257.095276 \nL 254.649749 -253.503608 \nL 252.967337 -249.906178 \nL 251.284925 -246.310627 \nL 249.602513 -242.762616 \nL 247.920101 -239.214209 \nL 246.237688 -235.632939 \nL 244.555276 -232.115759 \nL 242.872864 -228.68012 \nL 241.190452 -225.257541 \nL 239.50804 -221.821847 \nL 237.825628 -218.339885 \nL 236.143216 -214.784769 \nL 234.460804 -211.174955 \nL 232.778392 -207.456221 \nL 231.09598 -203.569124 \nL 229.413568 -199.740651 \nL 227.731156 -195.917507 \nL 226.048744 -192.173213 \nL 224.366332 -188.487868 \nL 222.68392 -184.871697 \nL 221.001508 -181.275289 \nL 219.319095 -177.842015 \nL 217.636683 -174.662562 \nL 215.954271 -171.713711 \nL 214.271859 -169.068661 \nL 212.589447 -166.554691 \nL 210.907035 -164.246987 \nL 209.224623 -162.387903 \nL 207.542211 -161.05659 \nL 205.859799 -160.265239 \nL 204.177387 -160.044755 \nL 202.494975 -160.248201 \nL 200.812563 -160.70338 \nL 199.130151 -161.383026 \nL 197.447739 -162.471669 \nL 195.765327 -163.940164 \nL 194.082915 -165.695725 \nL 192.400503 -167.761158 \nL 190.71809 -170.195524 \nL 189.035678 -172.794686 \nL 187.353266 -175.590877 \nL 185.670854 -178.427037 \nL 183.988442 -181.2917 \nL 182.30603 -184.26602 \nL 180.623618 -187.464423 \nL 178.941206 -190.837694 \nL 177.258794 -194.308539 \nL 175.576382 -197.901048 \nL 173.89397 -201.563467 \nL 172.211558 -205.504886 \nL 170.529146 -209.556492 \nL 168.846734 -213.497635 \nL 167.164322 -217.38997 \nL 165.48191 -221.461929 \nL 163.799497 -225.588725 \nL 162.117085 -229.649872 \nL 160.434673 -233.644379 \nL 158.752261 -237.326072 \nL 157.069849 -240.686367 \nL 155.387437 -243.632169 \nL 153.705025 -246.128115 \nL 152.022613 -248.056032 \nL 150.340201 -249.583154 \nL 148.657789 -250.760805 \nL 146.975377 -251.646451 \nL 145.292965 -252.20797 \nL 143.610553 -252.285521 \nL 141.928141 -252.029644 \nL 140.245729 -251.544579 \nL 138.563317 -250.892847 \nL 136.880905 -250.058306 \nL 135.198492 -249.106213 \nL 133.51608 -248.060934 \nL 131.833668 -247.009685 \nL 130.151256 -245.887136 \nL 128.468844 -244.650428 \nL 126.786432 -243.302861 \nL 125.10402 -241.965658 \nL 123.421608 -240.574631 \nL 121.739196 -239.120736 \nL 120.056784 -237.60073 \nL 118.374372 -236.053643 \nL 116.69196 -234.465917 \nL 115.009548 -232.928697 \nL 113.327136 -231.372256 \nL 111.644724 -229.858613 \nL 109.962312 -228.404859 \nL 108.279899 -226.967575 \nL 106.597487 -225.560631 \nL 104.915075 -224.218081 \nL 103.232663 -222.897599 \nL 101.550251 -221.588785 \nL 99.867839 -220.267133 \nL 98.185427 -218.996623 \nL 96.503015 -217.726518 \nL 94.820603 -216.489648 \nL 93.138191 -215.278137 \nL 91.455779 -214.071503 \nL 89.773367 -212.857961 \nL 88.090955 -211.633112 \nL 86.408543 -210.423411 \nL 84.726131 -209.219984 \nL 83.043719 -208.02704 \nL 81.361307 -206.844398 \nL 79.678894 -205.687714 \nL 77.996482 -204.528338 \nL 76.31407 -203.374676 \nL 74.631658 -202.235709 \nL 72.949246 -201.127719 \nL 71.266834 -200.038474 \nL 69.584422 -198.945949 \nL 67.90201 -197.835026 \nL 66.219598 -196.729683 \nL 64.537186 -195.629244 \nL 62.854774 -194.517051 \nL 61.172362 -193.409629 \nL 59.48995 -192.306673 \nL 57.807538 -191.19852 \nL 56.125126 -190.075545 \nL 54.442714 -188.947161 \nL 52.760302 -187.80313 \nL 51.077889 -186.644617 \nL 49.395477 -185.490224 \nL 47.713065 -184.346824 \nL 46.030653 -183.206117 \nL 44.348241 -182.059947 \nL 42.665829 -180.907861 \nL 40.983417 -179.751986 \nL 39.301005 -178.60195 \nL 37.618593 -177.454177 \nL 35.936181 -176.303551 \nL 34.253769 -175.152418 \nL 32.571357 -173.996202 \nL 30.888945 -172.843059 \nL 29.206533 -171.687592 \nL 27.524121 -170.543625 \nL 25.841709 -169.399129 \nL 24.159296 -168.251961 \nL 22.476884 -167.105895 \nL 20.794472 -165.954229 \nL 19.11206 -164.804836 \nL 17.429648 -163.655923 \nL 15.747236 -162.513377 \nL 14.064824 -161.368258 \nL 12.382412 -160.221669 \nL 10.7 -159.060728 \nz\n\" id=\"m64a0d0d342\" style=\"stroke:#1f77b4;stroke-opacity:0.3;\"/>\n    </defs>\n    <g clip-path=\"url(#peaeb63f776)\">\n     <use style=\"fill:#1f77b4;fill-opacity:0.3;stroke:#1f77b4;stroke-opacity:0.3;\" x=\"0\" xlink:href=\"#m64a0d0d342\" y=\"397.0625\"/>\n    </g>\n   </g>\n   <g id=\"PolyCollection_2\">\n    <defs>\n     <path d=\"M 10.7 -75.83616 \nL 10.7 -21.425813 \nL 12.382412 -24.387608 \nL 14.064824 -27.33851 \nL 15.747236 -30.297442 \nL 17.429648 -33.253653 \nL 19.11206 -36.212596 \nL 20.794472 -39.1658 \nL 22.476884 -42.116273 \nL 24.159296 -45.064509 \nL 25.841709 -48.01258 \nL 27.524121 -50.95564 \nL 29.206533 -53.881747 \nL 30.888945 -56.797555 \nL 32.571357 -59.712472 \nL 34.253769 -62.619303 \nL 35.936181 -65.520946 \nL 37.618593 -68.419615 \nL 39.301005 -71.317623 \nL 40.983417 -74.217262 \nL 42.665829 -77.117539 \nL 44.348241 -80.026606 \nL 46.030653 -82.928624 \nL 47.713065 -85.820949 \nL 49.395477 -88.70304 \nL 51.077889 -91.573985 \nL 52.760302 -94.445689 \nL 54.442714 -97.314332 \nL 56.125126 -100.184461 \nL 57.807538 -103.042518 \nL 59.48995 -105.872928 \nL 61.172362 -108.692796 \nL 62.854774 -111.50426 \nL 64.537186 -114.294085 \nL 66.219598 -117.069525 \nL 67.90201 -119.830375 \nL 69.584422 -122.589132 \nL 71.266834 -125.345835 \nL 72.949246 -128.107963 \nL 74.631658 -130.866506 \nL 76.31407 -133.604445 \nL 77.996482 -136.318834 \nL 79.678894 -139.006534 \nL 81.361307 -141.666279 \nL 83.043719 -144.343454 \nL 84.726131 -147.009644 \nL 86.408543 -149.654262 \nL 88.090955 -152.272133 \nL 89.773367 -154.854029 \nL 91.455779 -157.401258 \nL 93.138191 -159.902297 \nL 94.820603 -162.39767 \nL 96.503015 -164.867492 \nL 98.185427 -167.323669 \nL 99.867839 -169.719476 \nL 101.550251 -172.089904 \nL 103.232663 -174.405572 \nL 104.915075 -176.641627 \nL 106.597487 -178.834011 \nL 108.279899 -181.005546 \nL 109.962312 -183.172128 \nL 111.644724 -185.327779 \nL 113.327136 -187.43367 \nL 115.009548 -189.468611 \nL 116.69196 -191.428032 \nL 118.374372 -193.380074 \nL 120.056784 -195.303426 \nL 121.739196 -197.213077 \nL 123.421608 -199.074843 \nL 125.10402 -200.915847 \nL 126.786432 -202.706015 \nL 128.468844 -204.489295 \nL 130.151256 -206.189411 \nL 131.833668 -207.714057 \nL 133.51608 -209.206862 \nL 135.198492 -210.689725 \nL 136.880905 -211.995381 \nL 138.563317 -213.175877 \nL 140.245729 -214.037041 \nL 141.928141 -214.648523 \nL 143.610553 -215.006987 \nL 145.292965 -214.958629 \nL 146.975377 -214.66861 \nL 148.657789 -214.137667 \nL 150.340201 -213.282435 \nL 152.022613 -211.971372 \nL 153.705025 -210.102426 \nL 155.387437 -207.588571 \nL 157.069849 -204.661549 \nL 158.752261 -201.451593 \nL 160.434673 -197.903625 \nL 162.117085 -194.138162 \nL 163.799497 -190.408349 \nL 165.48191 -186.42896 \nL 167.164322 -182.191762 \nL 168.846734 -177.785421 \nL 170.529146 -173.363585 \nL 172.211558 -169.192991 \nL 173.89397 -165.091572 \nL 175.576382 -161.322139 \nL 177.258794 -157.691483 \nL 178.941206 -154.163205 \nL 180.623618 -150.72156 \nL 182.30603 -147.296052 \nL 183.988442 -143.968748 \nL 185.670854 -140.59784 \nL 187.353266 -137.328381 \nL 189.035678 -133.987682 \nL 190.71809 -130.701348 \nL 192.400503 -127.598941 \nL 194.082915 -124.92263 \nL 195.765327 -122.679824 \nL 197.447739 -120.74912 \nL 199.130151 -119.134495 \nL 200.812563 -117.826631 \nL 202.494975 -116.980601 \nL 204.177387 -116.328726 \nL 205.859799 -116.054382 \nL 207.542211 -116.072265 \nL 209.224623 -116.494512 \nL 210.907035 -117.119709 \nL 212.589447 -118.111466 \nL 214.271859 -119.575093 \nL 215.954271 -121.27342 \nL 217.636683 -123.154837 \nL 219.319095 -125.223652 \nL 221.001508 -127.509252 \nL 222.68392 -130.079505 \nL 224.366332 -132.798774 \nL 226.048744 -135.587922 \nL 227.731156 -138.405603 \nL 229.413568 -141.129972 \nL 231.09598 -143.830229 \nL 232.778392 -146.549999 \nL 234.460804 -149.180091 \nL 236.143216 -151.835416 \nL 237.825628 -154.554569 \nL 239.50804 -157.222544 \nL 241.190452 -159.87235 \nL 242.872864 -162.533168 \nL 244.555276 -165.163488 \nL 246.237688 -167.682588 \nL 247.920101 -170.148467 \nL 249.602513 -172.574923 \nL 251.284925 -174.923258 \nL 252.967337 -177.236311 \nL 254.649749 -179.510781 \nL 256.332161 -181.743719 \nL 258.014573 -183.938057 \nL 259.696985 -186.13258 \nL 261.379397 -188.322674 \nL 263.061809 -190.474751 \nL 264.744221 -192.580099 \nL 266.426633 -194.640466 \nL 268.109045 -196.688655 \nL 269.791457 -198.733008 \nL 271.473869 -200.755345 \nL 273.156281 -202.756016 \nL 274.838693 -204.730876 \nL 276.521106 -206.706433 \nL 278.203518 -208.694899 \nL 279.88593 -210.653691 \nL 281.568342 -212.593686 \nL 283.250754 -214.557875 \nL 284.933166 -216.528949 \nL 286.615578 -218.463337 \nL 288.29799 -220.371323 \nL 289.980402 -222.24009 \nL 291.662814 -224.088308 \nL 293.345226 -225.959625 \nL 295.027638 -227.829598 \nL 296.71005 -229.693921 \nL 298.392462 -231.540724 \nL 300.074874 -233.385682 \nL 301.757286 -235.224483 \nL 303.439698 -237.066313 \nL 305.122111 -238.913055 \nL 306.804523 -240.744239 \nL 308.486935 -242.565267 \nL 310.169347 -244.374328 \nL 311.851759 -246.190008 \nL 313.534171 -248.009362 \nL 315.216583 -249.82919 \nL 316.898995 -251.645993 \nL 318.581407 -253.45789 \nL 320.263819 -255.263701 \nL 321.946231 -257.058426 \nL 323.628643 -258.848309 \nL 325.311055 -260.634299 \nL 326.993467 -262.411488 \nL 328.675879 -264.186286 \nL 330.358291 -265.969136 \nL 332.040704 -267.757935 \nL 333.723116 -269.54171 \nL 335.405528 -271.318315 \nL 337.08794 -273.08775 \nL 338.770352 -274.846235 \nL 340.452764 -276.605155 \nL 342.135176 -278.361911 \nL 343.817588 -280.119521 \nL 345.5 -281.871794 \nL 345.5 -352.226783 \nL 345.5 -352.226783 \nL 343.817588 -349.508087 \nL 342.135176 -346.786405 \nL 340.452764 -344.062786 \nL 338.770352 -341.34767 \nL 337.08794 -338.631727 \nL 335.405528 -335.912613 \nL 333.723116 -333.192507 \nL 332.040704 -330.46588 \nL 330.358291 -327.733558 \nL 328.675879 -325.008187 \nL 326.993467 -322.287266 \nL 325.311055 -319.562258 \nL 323.628643 -316.823768 \nL 321.946231 -314.077987 \nL 320.263819 -311.329341 \nL 318.581407 -308.572489 \nL 316.898995 -305.81328 \nL 315.216583 -303.052254 \nL 313.534171 -300.295975 \nL 311.851759 -297.546084 \nL 310.169347 -294.805843 \nL 308.486935 -292.079921 \nL 306.804523 -289.350496 \nL 305.122111 -286.62051 \nL 303.439698 -283.889797 \nL 301.757286 -281.164029 \nL 300.074874 -278.435309 \nL 298.392462 -275.681916 \nL 296.71005 -272.931222 \nL 295.027638 -270.166814 \nL 293.345226 -267.400533 \nL 291.662814 -264.641352 \nL 289.980402 -261.89346 \nL 288.29799 -259.126695 \nL 286.615578 -256.334788 \nL 284.933166 -253.514419 \nL 283.250754 -250.670802 \nL 281.568342 -247.822626 \nL 279.88593 -244.992249 \nL 278.203518 -242.157792 \nL 276.521106 -239.300015 \nL 274.838693 -236.459329 \nL 273.156281 -233.63093 \nL 271.473869 -230.803813 \nL 269.791457 -227.970804 \nL 268.109045 -225.133907 \nL 266.426633 -222.297874 \nL 264.744221 -219.462315 \nL 263.061809 -216.592423 \nL 261.379397 -213.7099 \nL 259.696985 -210.801816 \nL 258.014573 -207.898933 \nL 256.332161 -205.012386 \nL 254.649749 -202.100083 \nL 252.967337 -199.164133 \nL 251.284925 -196.209831 \nL 249.602513 -193.261658 \nL 247.920101 -190.274225 \nL 246.237688 -187.250651 \nL 244.555276 -184.232513 \nL 242.872864 -181.199533 \nL 241.190452 -178.157834 \nL 239.50804 -175.115083 \nL 237.825628 -172.040114 \nL 236.143216 -168.90298 \nL 234.460804 -165.770411 \nL 232.778392 -162.596 \nL 231.09598 -159.292565 \nL 229.413568 -156.0282 \nL 227.731156 -152.754444 \nL 226.048744 -149.473458 \nL 224.366332 -146.236211 \nL 222.68392 -143.068491 \nL 221.001508 -139.985162 \nL 219.319095 -137.125723 \nL 217.636683 -134.50159 \nL 215.954271 -132.086454 \nL 214.271859 -129.914766 \nL 212.589447 -127.925969 \nL 210.907035 -126.27624 \nL 209.224623 -125.034096 \nL 207.542211 -124.157318 \nL 205.859799 -123.752701 \nL 204.177387 -123.779632 \nL 202.494975 -124.207293 \nL 200.812563 -124.857896 \nL 199.130151 -125.851652 \nL 197.447739 -127.203284 \nL 195.765327 -128.902884 \nL 194.082915 -130.902068 \nL 192.400503 -133.27294 \nL 190.71809 -136.041324 \nL 189.035678 -138.984075 \nL 187.353266 -142.052517 \nL 185.670854 -145.10533 \nL 183.988442 -148.223113 \nL 182.30603 -151.373925 \nL 180.623618 -154.685881 \nL 178.941206 -158.093338 \nL 177.258794 -161.5929 \nL 175.576382 -165.20448 \nL 173.89397 -168.920408 \nL 172.211558 -172.941827 \nL 170.529146 -177.052927 \nL 168.846734 -181.234417 \nL 167.164322 -185.383754 \nL 165.48191 -189.538334 \nL 163.799497 -193.591425 \nL 162.117085 -197.486906 \nL 160.434673 -201.366891 \nL 158.752261 -204.981721 \nL 157.069849 -208.266846 \nL 155.387437 -211.203258 \nL 153.705025 -213.70816 \nL 152.022613 -215.606591 \nL 150.340201 -217.025684 \nL 148.657789 -218.042126 \nL 146.975377 -218.75042 \nL 145.292965 -219.176191 \nL 143.610553 -219.239142 \nL 141.928141 -218.931974 \nL 140.245729 -218.383699 \nL 138.563317 -217.627249 \nL 136.880905 -216.619734 \nL 135.198492 -215.490857 \nL 133.51608 -214.226787 \nL 131.833668 -212.95476 \nL 130.151256 -211.631161 \nL 128.468844 -210.162751 \nL 126.786432 -208.597327 \nL 125.10402 -207.033641 \nL 123.421608 -205.417626 \nL 121.739196 -203.759795 \nL 120.056784 -202.044967 \nL 118.374372 -200.309748 \nL 116.69196 -198.539863 \nL 115.009548 -196.791543 \nL 113.327136 -194.995852 \nL 111.644724 -193.186085 \nL 109.962312 -191.381382 \nL 108.279899 -189.579448 \nL 106.597487 -187.790209 \nL 104.915075 -186.022743 \nL 103.232663 -184.244474 \nL 101.550251 -182.432234 \nL 99.867839 -180.586193 \nL 98.185427 -178.753035 \nL 96.503015 -176.889892 \nL 94.820603 -175.036546 \nL 93.138191 -173.183104 \nL 91.455779 -171.329268 \nL 89.773367 -169.448883 \nL 88.090955 -167.54551 \nL 86.408543 -165.631725 \nL 84.726131 -163.707704 \nL 83.043719 -161.778135 \nL 81.361307 -159.848224 \nL 79.678894 -157.940013 \nL 77.996482 -156.016474 \nL 76.31407 -154.082449 \nL 74.631658 -152.143996 \nL 72.949246 -150.210731 \nL 71.266834 -148.285045 \nL 69.584422 -146.360432 \nL 67.90201 -144.425592 \nL 66.219598 -142.492493 \nL 64.537186 -140.554552 \nL 62.854774 -138.603542 \nL 61.172362 -136.6441 \nL 59.48995 -134.682692 \nL 57.807538 -132.713408 \nL 56.125126 -130.722893 \nL 54.442714 -128.723638 \nL 52.760302 -126.7173 \nL 51.077889 -124.702194 \nL 49.395477 -122.689522 \nL 47.713065 -120.676779 \nL 46.030653 -118.660263 \nL 44.348241 -116.636169 \nL 42.665829 -114.605588 \nL 40.983417 -112.577517 \nL 39.301005 -110.552674 \nL 37.618593 -108.529786 \nL 35.936181 -106.505136 \nL 34.253769 -104.478751 \nL 32.571357 -102.447227 \nL 30.888945 -100.413197 \nL 29.206533 -98.37756 \nL 27.524121 -96.342517 \nL 25.841709 -94.298739 \nL 24.159296 -92.251128 \nL 22.476884 -90.203969 \nL 20.794472 -88.152899 \nL 19.11206 -86.101598 \nL 17.429648 -84.047676 \nL 15.747236 -81.998302 \nL 14.064824 -79.946274 \nL 12.382412 -77.897529 \nL 10.7 -75.83616 \nz\n\" id=\"m3b6bb245cc\" style=\"stroke:#1f77b4;stroke-opacity:0.3;\"/>\n    </defs>\n    <g clip-path=\"url(#peaeb63f776)\">\n     <use style=\"fill:#1f77b4;fill-opacity:0.3;stroke:#1f77b4;stroke-opacity:0.3;\" x=\"0\" xlink:href=\"#m3b6bb245cc\" y=\"397.0625\"/>\n    </g>\n   </g>\n   <g id=\"PolyCollection_3\">\n    <defs>\n     <path d=\"M 10.7 -104.65038 \nL 10.7 -75.83616 \nL 12.382412 -77.897529 \nL 14.064824 -79.946274 \nL 15.747236 -81.998302 \nL 17.429648 -84.047676 \nL 19.11206 -86.101598 \nL 20.794472 -88.152899 \nL 22.476884 -90.203969 \nL 24.159296 -92.251128 \nL 25.841709 -94.298739 \nL 27.524121 -96.342517 \nL 29.206533 -98.37756 \nL 30.888945 -100.413197 \nL 32.571357 -102.447227 \nL 34.253769 -104.478751 \nL 35.936181 -106.505136 \nL 37.618593 -108.529786 \nL 39.301005 -110.552674 \nL 40.983417 -112.577517 \nL 42.665829 -114.605588 \nL 44.348241 -116.636169 \nL 46.030653 -118.660263 \nL 47.713065 -120.676779 \nL 49.395477 -122.689522 \nL 51.077889 -124.702194 \nL 52.760302 -126.7173 \nL 54.442714 -128.723638 \nL 56.125126 -130.722893 \nL 57.807538 -132.713408 \nL 59.48995 -134.682692 \nL 61.172362 -136.6441 \nL 62.854774 -138.603542 \nL 64.537186 -140.554552 \nL 66.219598 -142.492493 \nL 67.90201 -144.425592 \nL 69.584422 -146.360432 \nL 71.266834 -148.285045 \nL 72.949246 -150.210731 \nL 74.631658 -152.143996 \nL 76.31407 -154.082449 \nL 77.996482 -156.016474 \nL 79.678894 -157.940013 \nL 81.361307 -159.848224 \nL 83.043719 -161.778135 \nL 84.726131 -163.707704 \nL 86.408543 -165.631725 \nL 88.090955 -167.54551 \nL 89.773367 -169.448883 \nL 91.455779 -171.329268 \nL 93.138191 -173.183104 \nL 94.820603 -175.036546 \nL 96.503015 -176.889892 \nL 98.185427 -178.753035 \nL 99.867839 -180.586193 \nL 101.550251 -182.432234 \nL 103.232663 -184.244474 \nL 104.915075 -186.022743 \nL 106.597487 -187.790209 \nL 108.279899 -189.579448 \nL 109.962312 -191.381382 \nL 111.644724 -193.186085 \nL 113.327136 -194.995852 \nL 115.009548 -196.791543 \nL 116.69196 -198.539863 \nL 118.374372 -200.309748 \nL 120.056784 -202.044967 \nL 121.739196 -203.759795 \nL 123.421608 -205.417626 \nL 125.10402 -207.033641 \nL 126.786432 -208.597327 \nL 128.468844 -210.162751 \nL 130.151256 -211.631161 \nL 131.833668 -212.95476 \nL 133.51608 -214.226787 \nL 135.198492 -215.490857 \nL 136.880905 -216.619734 \nL 138.563317 -217.627249 \nL 140.245729 -218.383699 \nL 141.928141 -218.931974 \nL 143.610553 -219.239142 \nL 145.292965 -219.176191 \nL 146.975377 -218.75042 \nL 148.657789 -218.042126 \nL 150.340201 -217.025684 \nL 152.022613 -215.606591 \nL 153.705025 -213.70816 \nL 155.387437 -211.203258 \nL 157.069849 -208.266846 \nL 158.752261 -204.981721 \nL 160.434673 -201.366891 \nL 162.117085 -197.486906 \nL 163.799497 -193.591425 \nL 165.48191 -189.538334 \nL 167.164322 -185.383754 \nL 168.846734 -181.234417 \nL 170.529146 -177.052927 \nL 172.211558 -172.941827 \nL 173.89397 -168.920408 \nL 175.576382 -165.20448 \nL 177.258794 -161.5929 \nL 178.941206 -158.093338 \nL 180.623618 -154.685881 \nL 182.30603 -151.373925 \nL 183.988442 -148.223113 \nL 185.670854 -145.10533 \nL 187.353266 -142.052517 \nL 189.035678 -138.984075 \nL 190.71809 -136.041324 \nL 192.400503 -133.27294 \nL 194.082915 -130.902068 \nL 195.765327 -128.902884 \nL 197.447739 -127.203284 \nL 199.130151 -125.851652 \nL 200.812563 -124.857896 \nL 202.494975 -124.207293 \nL 204.177387 -123.779632 \nL 205.859799 -123.752701 \nL 207.542211 -124.157318 \nL 209.224623 -125.034096 \nL 210.907035 -126.27624 \nL 212.589447 -127.925969 \nL 214.271859 -129.914766 \nL 215.954271 -132.086454 \nL 217.636683 -134.50159 \nL 219.319095 -137.125723 \nL 221.001508 -139.985162 \nL 222.68392 -143.068491 \nL 224.366332 -146.236211 \nL 226.048744 -149.473458 \nL 227.731156 -152.754444 \nL 229.413568 -156.0282 \nL 231.09598 -159.292565 \nL 232.778392 -162.596 \nL 234.460804 -165.770411 \nL 236.143216 -168.90298 \nL 237.825628 -172.040114 \nL 239.50804 -175.115083 \nL 241.190452 -178.157834 \nL 242.872864 -181.199533 \nL 244.555276 -184.232513 \nL 246.237688 -187.250651 \nL 247.920101 -190.274225 \nL 249.602513 -193.261658 \nL 251.284925 -196.209831 \nL 252.967337 -199.164133 \nL 254.649749 -202.100083 \nL 256.332161 -205.012386 \nL 258.014573 -207.898933 \nL 259.696985 -210.801816 \nL 261.379397 -213.7099 \nL 263.061809 -216.592423 \nL 264.744221 -219.462315 \nL 266.426633 -222.297874 \nL 268.109045 -225.133907 \nL 269.791457 -227.970804 \nL 271.473869 -230.803813 \nL 273.156281 -233.63093 \nL 274.838693 -236.459329 \nL 276.521106 -239.300015 \nL 278.203518 -242.157792 \nL 279.88593 -244.992249 \nL 281.568342 -247.822626 \nL 283.250754 -250.670802 \nL 284.933166 -253.514419 \nL 286.615578 -256.334788 \nL 288.29799 -259.126695 \nL 289.980402 -261.89346 \nL 291.662814 -264.641352 \nL 293.345226 -267.400533 \nL 295.027638 -270.166814 \nL 296.71005 -272.931222 \nL 298.392462 -275.681916 \nL 300.074874 -278.435309 \nL 301.757286 -281.164029 \nL 303.439698 -283.889797 \nL 305.122111 -286.62051 \nL 306.804523 -289.350496 \nL 308.486935 -292.079921 \nL 310.169347 -294.805843 \nL 311.851759 -297.546084 \nL 313.534171 -300.295975 \nL 315.216583 -303.052254 \nL 316.898995 -305.81328 \nL 318.581407 -308.572489 \nL 320.263819 -311.329341 \nL 321.946231 -314.077987 \nL 323.628643 -316.823768 \nL 325.311055 -319.562258 \nL 326.993467 -322.287266 \nL 328.675879 -325.008187 \nL 330.358291 -327.733558 \nL 332.040704 -330.46588 \nL 333.723116 -333.192507 \nL 335.405528 -335.912613 \nL 337.08794 -338.631727 \nL 338.770352 -341.34767 \nL 340.452764 -344.062786 \nL 342.135176 -346.786405 \nL 343.817588 -349.508087 \nL 345.5 -352.226783 \nL 345.5 -381.041013 \nL 345.5 -381.041013 \nL 343.817588 -378.322306 \nL 342.135176 -375.600625 \nL 340.452764 -372.877005 \nL 338.770352 -370.161889 \nL 337.08794 -367.445947 \nL 335.405528 -364.726832 \nL 333.723116 -362.006726 \nL 332.040704 -359.280099 \nL 330.358291 -356.547778 \nL 328.675879 -353.822407 \nL 326.993467 -351.101486 \nL 325.311055 -348.376478 \nL 323.628643 -345.637988 \nL 321.946231 -342.892206 \nL 320.263819 -340.143561 \nL 318.581407 -337.386709 \nL 316.898995 -334.6275 \nL 315.216583 -331.866473 \nL 313.534171 -329.110194 \nL 311.851759 -326.360304 \nL 310.169347 -323.620062 \nL 308.486935 -320.894141 \nL 306.804523 -318.164716 \nL 305.122111 -315.43473 \nL 303.439698 -312.704016 \nL 301.757286 -309.978249 \nL 300.074874 -307.249529 \nL 298.392462 -304.496136 \nL 296.71005 -301.745441 \nL 295.027638 -298.981033 \nL 293.345226 -296.214753 \nL 291.662814 -293.455577 \nL 289.980402 -290.70768 \nL 288.29799 -287.940915 \nL 286.615578 -285.149013 \nL 284.933166 -282.328638 \nL 283.250754 -279.485022 \nL 281.568342 -276.636845 \nL 279.88593 -273.806469 \nL 278.203518 -270.972011 \nL 276.521106 -268.114235 \nL 274.838693 -265.273549 \nL 273.156281 -262.445149 \nL 271.473869 -259.618033 \nL 269.791457 -256.785024 \nL 268.109045 -253.948127 \nL 266.426633 -251.112099 \nL 264.744221 -248.27654 \nL 263.061809 -245.406642 \nL 261.379397 -242.524121 \nL 259.696985 -239.61604 \nL 258.014573 -236.713157 \nL 256.332161 -233.82661 \nL 254.649749 -230.914304 \nL 252.967337 -227.978355 \nL 251.284925 -225.024055 \nL 249.602513 -222.075879 \nL 247.920101 -219.088446 \nL 246.237688 -216.064873 \nL 244.555276 -213.046736 \nL 242.872864 -210.013755 \nL 241.190452 -206.972057 \nL 239.50804 -203.929305 \nL 237.825628 -200.854337 \nL 236.143216 -197.717203 \nL 234.460804 -194.584634 \nL 232.778392 -191.410222 \nL 231.09598 -188.106787 \nL 229.413568 -184.842422 \nL 227.731156 -181.568668 \nL 226.048744 -178.287678 \nL 224.366332 -175.050432 \nL 222.68392 -171.882712 \nL 221.001508 -168.799383 \nL 219.319095 -165.939948 \nL 217.636683 -163.315809 \nL 215.954271 -160.90068 \nL 214.271859 -158.728985 \nL 212.589447 -156.740189 \nL 210.907035 -155.090459 \nL 209.224623 -153.848316 \nL 207.542211 -152.971538 \nL 205.859799 -152.56692 \nL 204.177387 -152.593852 \nL 202.494975 -153.021512 \nL 200.812563 -153.672115 \nL 199.130151 -154.665872 \nL 197.447739 -156.017504 \nL 195.765327 -157.717103 \nL 194.082915 -159.716287 \nL 192.400503 -162.087159 \nL 190.71809 -164.855549 \nL 189.035678 -167.798294 \nL 187.353266 -170.866741 \nL 185.670854 -173.91955 \nL 183.988442 -177.037334 \nL 182.30603 -180.188146 \nL 180.623618 -183.500103 \nL 178.941206 -186.90756 \nL 177.258794 -190.407122 \nL 175.576382 -194.018704 \nL 173.89397 -197.73463 \nL 172.211558 -201.75605 \nL 170.529146 -205.86715 \nL 168.846734 -210.048639 \nL 167.164322 -214.197976 \nL 165.48191 -218.352555 \nL 163.799497 -222.405647 \nL 162.117085 -226.301127 \nL 160.434673 -230.181111 \nL 158.752261 -233.795944 \nL 157.069849 -237.081067 \nL 155.387437 -240.017479 \nL 153.705025 -242.522381 \nL 152.022613 -244.420811 \nL 150.340201 -245.839904 \nL 148.657789 -246.856346 \nL 146.975377 -247.564639 \nL 145.292965 -247.990411 \nL 143.610553 -248.053367 \nL 141.928141 -247.746193 \nL 140.245729 -247.197919 \nL 138.563317 -246.441474 \nL 136.880905 -245.433954 \nL 135.198492 -244.305082 \nL 133.51608 -243.041008 \nL 131.833668 -241.768981 \nL 130.151256 -240.445382 \nL 128.468844 -238.976975 \nL 126.786432 -237.411548 \nL 125.10402 -235.847862 \nL 123.421608 -234.23185 \nL 121.739196 -232.574019 \nL 120.056784 -230.859191 \nL 118.374372 -229.123969 \nL 116.69196 -227.354083 \nL 115.009548 -225.605765 \nL 113.327136 -223.810074 \nL 111.644724 -222.000306 \nL 109.962312 -220.195604 \nL 108.279899 -218.393671 \nL 106.597487 -216.604432 \nL 104.915075 -214.836965 \nL 103.232663 -213.058695 \nL 101.550251 -211.246456 \nL 99.867839 -209.400414 \nL 98.185427 -207.567257 \nL 96.503015 -205.704115 \nL 94.820603 -203.850769 \nL 93.138191 -201.997326 \nL 91.455779 -200.143491 \nL 89.773367 -198.263105 \nL 88.090955 -196.359733 \nL 86.408543 -194.445947 \nL 84.726131 -192.521925 \nL 83.043719 -190.592357 \nL 81.361307 -188.662448 \nL 79.678894 -186.754234 \nL 77.996482 -184.830696 \nL 76.31407 -182.89667 \nL 74.631658 -180.95822 \nL 72.949246 -179.024952 \nL 71.266834 -177.099266 \nL 69.584422 -175.174653 \nL 67.90201 -173.239813 \nL 66.219598 -171.306713 \nL 64.537186 -169.368775 \nL 62.854774 -167.417767 \nL 61.172362 -165.458325 \nL 59.48995 -163.496912 \nL 57.807538 -161.527633 \nL 56.125126 -159.537113 \nL 54.442714 -157.537857 \nL 52.760302 -155.531519 \nL 51.077889 -153.516414 \nL 49.395477 -151.503742 \nL 47.713065 -149.490999 \nL 46.030653 -147.474483 \nL 44.348241 -145.450389 \nL 42.665829 -143.419807 \nL 40.983417 -141.391737 \nL 39.301005 -139.366894 \nL 37.618593 -137.344006 \nL 35.936181 -135.319355 \nL 34.253769 -133.29297 \nL 32.571357 -131.261447 \nL 30.888945 -129.227417 \nL 29.206533 -127.191779 \nL 27.524121 -125.156742 \nL 25.841709 -123.112964 \nL 24.159296 -121.065348 \nL 22.476884 -119.018194 \nL 20.794472 -116.967124 \nL 19.11206 -114.915823 \nL 17.429648 -112.861895 \nL 15.747236 -110.812522 \nL 14.064824 -108.760494 \nL 12.382412 -106.711749 \nL 10.7 -104.65038 \nz\n\" id=\"ma3c9b45a72\" style=\"stroke:#ff7f0e;stroke-opacity:0.4;\"/>\n    </defs>\n    <g clip-path=\"url(#peaeb63f776)\">\n     <use style=\"fill:#ff7f0e;fill-opacity:0.4;stroke:#ff7f0e;stroke-opacity:0.4;\" x=\"0\" xlink:href=\"#ma3c9b45a72\" y=\"397.0625\"/>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 44.18 320.79375 \nL 44.18 43.59375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_2\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m8dc64c106d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"44.18\" xlink:href=\"#m8dc64c106d\" y=\"320.79375\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- −4 -->\n      <defs>\n       <path d=\"M 10.59375 35.5 \nL 73.1875 35.5 \nL 73.1875 27.203125 \nL 10.59375 27.203125 \nz\n\" id=\"DejaVuSans-8722\"/>\n       <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n      </defs>\n      <g transform=\"translate(22.066719 350.589063)scale(0.3 -0.3)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_3\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 111.14 320.79375 \nL 111.14 43.59375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"111.14\" xlink:href=\"#m8dc64c106d\" y=\"320.79375\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- −2 -->\n      <defs>\n       <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n      </defs>\n      <g transform=\"translate(89.026719 350.589063)scale(0.3 -0.3)\">\n       <use xlink:href=\"#DejaVuSans-8722\"/>\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_5\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 178.1 320.79375 \nL 178.1 43.59375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_6\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"178.1\" xlink:href=\"#m8dc64c106d\" y=\"320.79375\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 0 -->\n      <defs>\n       <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n      </defs>\n      <g transform=\"translate(168.55625 350.589063)scale(0.3 -0.3)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_7\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 245.06 320.79375 \nL 245.06 43.59375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"245.06\" xlink:href=\"#m8dc64c106d\" y=\"320.79375\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 2 -->\n      <g transform=\"translate(235.51625 350.589063)scale(0.3 -0.3)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_9\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 312.02 320.79375 \nL 312.02 43.59375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"312.02\" xlink:href=\"#m8dc64c106d\" y=\"320.79375\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 4 -->\n      <g transform=\"translate(302.47625 350.589063)scale(0.3 -0.3)\">\n       <use xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_6\">\n     <!-- $x$ -->\n     <defs>\n      <path d=\"M 60.015625 54.6875 \nL 34.90625 27.875 \nL 50.296875 0 \nL 39.984375 0 \nL 28.421875 21.6875 \nL 8.296875 0 \nL -2.59375 0 \nL 24.3125 28.8125 \nL 10.015625 54.6875 \nL 20.3125 54.6875 \nL 30.8125 34.90625 \nL 49.125 54.6875 \nz\n\" id=\"DejaVuSans-Oblique-120\"/>\n     </defs>\n     <g transform=\"translate(169.1 383.623438)scale(0.3 -0.3)\">\n      <use transform=\"translate(0 0.3125)\" xlink:href=\"#DejaVuSans-Oblique-120\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_11\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 297.69375 \nL 345.5 297.69375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_12\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m383f6ed7a5\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"297.69375\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_13\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 251.49375 \nL 345.5 251.49375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"251.49375\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_15\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 205.29375 \nL 345.5 205.29375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_16\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"205.29375\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_17\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 159.09375 \nL 345.5 159.09375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_18\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"159.09375\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_19\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 112.89375 \nL 345.5 112.89375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_20\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"112.89375\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_21\">\n      <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 66.69375 \nL 345.5 66.69375 \n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-opacity:0.3;stroke-width:0.8;\"/>\n     </g>\n     <g id=\"line2d_22\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"10.7\" xlink:href=\"#m383f6ed7a5\" y=\"66.69375\"/>\n      </g>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_23\">\n    <path clip-path=\"url(#peaeb63f776)\" d=\"M 10.7 306.81923 \nL 30.888945 282.242193 \nL 54.442714 253.931752 \nL 64.537186 242.100836 \nL 88.090955 215.109878 \nL 94.820603 207.618842 \nL 104.915075 196.632646 \nL 113.327136 187.659537 \nL 120.056784 180.610421 \nL 125.10402 175.621748 \nL 130.151256 171.024228 \nL 135.198492 167.16453 \nL 138.563317 165.028139 \nL 140.245729 164.271691 \nL 141.928141 163.723417 \nL 143.610553 163.416246 \nL 145.292965 163.479199 \nL 146.975377 163.90497 \nL 148.657789 164.613264 \nL 150.340201 165.629706 \nL 152.022613 167.048799 \nL 153.705025 168.947229 \nL 155.387437 171.452131 \nL 157.069849 174.388543 \nL 158.752261 177.673668 \nL 160.434673 181.288498 \nL 165.48191 193.117055 \nL 173.89397 213.734981 \nL 177.258794 221.062489 \nL 180.623618 227.969508 \nL 183.988442 234.432277 \nL 189.035678 243.671315 \nL 192.400503 249.382451 \nL 194.082915 251.753323 \nL 195.765327 253.752506 \nL 197.447739 255.452106 \nL 199.130151 256.803738 \nL 200.812563 257.797495 \nL 202.494975 258.448097 \nL 204.177387 258.875758 \nL 205.859799 258.902689 \nL 207.542211 258.498072 \nL 209.224623 257.621294 \nL 210.907035 256.379151 \nL 212.589447 254.729421 \nL 214.271859 252.740624 \nL 215.954271 250.568933 \nL 217.636683 248.1538 \nL 219.319095 245.529665 \nL 221.001508 242.670228 \nL 224.366332 236.419179 \nL 237.825628 210.615274 \nL 247.920101 192.381164 \nL 256.332161 177.643003 \nL 271.473869 151.851577 \nL 295.027638 112.488577 \nL 308.486935 90.575469 \nL 323.628643 65.831622 \nL 345.5 30.428608 \nL 345.5 30.428608 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;\"/>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 10.7 320.79375 \nL 10.7 43.59375 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 345.5 320.79375 \nL 345.5 43.59375 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 10.7 320.79375 \nL 345.5 320.79375 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 10.7 43.59375 \nL 345.5 43.59375 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_7\">\n    <!-- SGLD -->\n    <defs>\n     <path d=\"M 53.515625 70.515625 \nL 53.515625 60.890625 \nQ 47.90625 63.578125 42.921875 64.890625 \nQ 37.9375 66.21875 33.296875 66.21875 \nQ 25.25 66.21875 20.875 63.09375 \nQ 16.5 59.96875 16.5 54.203125 \nQ 16.5 49.359375 19.40625 46.890625 \nQ 22.3125 44.4375 30.421875 42.921875 \nL 36.375 41.703125 \nQ 47.40625 39.59375 52.65625 34.296875 \nQ 57.90625 29 57.90625 20.125 \nQ 57.90625 9.515625 50.796875 4.046875 \nQ 43.703125 -1.421875 29.984375 -1.421875 \nQ 24.8125 -1.421875 18.96875 -0.25 \nQ 13.140625 0.921875 6.890625 3.21875 \nL 6.890625 13.375 \nQ 12.890625 10.015625 18.65625 8.296875 \nQ 24.421875 6.59375 29.984375 6.59375 \nQ 38.421875 6.59375 43.015625 9.90625 \nQ 47.609375 13.234375 47.609375 19.390625 \nQ 47.609375 24.75 44.3125 27.78125 \nQ 41.015625 30.8125 33.5 32.328125 \nL 27.484375 33.5 \nQ 16.453125 35.6875 11.515625 40.375 \nQ 6.59375 45.0625 6.59375 53.421875 \nQ 6.59375 63.09375 13.40625 68.65625 \nQ 20.21875 74.21875 32.171875 74.21875 \nQ 37.3125 74.21875 42.625 73.28125 \nQ 47.953125 72.359375 53.515625 70.515625 \nz\n\" id=\"DejaVuSans-83\"/>\n     <path d=\"M 59.515625 10.40625 \nL 59.515625 29.984375 \nL 43.40625 29.984375 \nL 43.40625 38.09375 \nL 69.28125 38.09375 \nL 69.28125 6.78125 \nQ 63.578125 2.734375 56.6875 0.65625 \nQ 49.8125 -1.421875 42 -1.421875 \nQ 24.90625 -1.421875 15.25 8.5625 \nQ 5.609375 18.5625 5.609375 36.375 \nQ 5.609375 54.25 15.25 64.234375 \nQ 24.90625 74.21875 42 74.21875 \nQ 49.125 74.21875 55.546875 72.453125 \nQ 61.96875 70.703125 67.390625 67.28125 \nL 67.390625 56.78125 \nQ 61.921875 61.421875 55.765625 63.765625 \nQ 49.609375 66.109375 42.828125 66.109375 \nQ 29.4375 66.109375 22.71875 58.640625 \nQ 16.015625 51.171875 16.015625 36.375 \nQ 16.015625 21.625 22.71875 14.15625 \nQ 29.4375 6.6875 42.828125 6.6875 \nQ 48.046875 6.6875 52.140625 7.59375 \nQ 56.25 8.5 59.515625 10.40625 \nz\n\" id=\"DejaVuSans-71\"/>\n     <path d=\"M 9.8125 72.90625 \nL 19.671875 72.90625 \nL 19.671875 8.296875 \nL 55.171875 8.296875 \nL 55.171875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-76\"/>\n     <path d=\"M 19.671875 64.796875 \nL 19.671875 8.109375 \nL 31.59375 8.109375 \nQ 46.6875 8.109375 53.6875 14.9375 \nQ 60.6875 21.78125 60.6875 36.53125 \nQ 60.6875 51.171875 53.6875 57.984375 \nQ 46.6875 64.796875 31.59375 64.796875 \nz\nM 9.8125 72.90625 \nL 30.078125 72.90625 \nQ 51.265625 72.90625 61.171875 64.09375 \nQ 71.09375 55.28125 71.09375 36.53125 \nQ 71.09375 17.671875 61.125 8.828125 \nQ 51.171875 0 30.078125 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-68\"/>\n    </defs>\n    <g transform=\"translate(123.3625 37.59375)scale(0.4 -0.4)\">\n     <use xlink:href=\"#DejaVuSans-83\"/>\n     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-71\"/>\n     <use x=\"140.966797\" xlink:href=\"#DejaVuSans-76\"/>\n     <use x=\"196.679688\" xlink:href=\"#DejaVuSans-68\"/>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"peaeb63f776\">\n   <rect height=\"277.2\" width=\"334.8\" x=\"10.7\" y=\"43.59375\"/>\n  </clipPath>\n </defs>\n</svg>\n"},"metadata":{"tags":[]}}]}]}